Domain constraints improve risk prediction when outcome data is missing.
Sidhika BalachandarNikhil GargEmma PiersonPublished in: ICLR (2024)
Keyphrases
- data sets
- domain experts
- data analysis
- missing data
- data collection
- data points
- correlation analysis
- original data
- knowledge discovery
- database
- high quality
- complex data
- missing values
- data distribution
- synthetic data
- data processing
- data sources
- data structure
- high dimensional data
- small number
- decision making
- databases
- experimental data
- training data
- probability distribution
- statistical methods
- raw data
- data quality
- domain knowledge
- incomplete data